We're releasing pplx-embed-v2-late, two late-interaction embedding models that retrieve text, images, and pages with a shared embedding space for cross-model querying. Both models achieve frontier performance and are publicly available on Hugging Face. ๐Ÿ“ท โ†ง Multimodal embeddings beyond a single vector A new family of late-interaction models for text and image retrieval, with a shared embedding space across model sizes.